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st: bootstrap and predictive logistic model
From
Fabio Alberto Camargo Figuera <[email protected]>
To
[email protected]
Subject
st: bootstrap and predictive logistic model
Date
Mon, 21 Oct 2013 10:07:11 -0200
Hi.
I am developing a predictive logistic model.
The regression coefficients were selected using the stepwise method:
. xi: sw, lr pe(.05 ) pr(.051) lockterm1: logistic depvar (var1 i.var2)
var3 (i.var4) var5
. lroc, nograph
depvar is the outcome
va2 and var4 re dummy variables, and I want to evaluate each as a whole,
so I use the parentheses.
I want to force the inclusion of the variables var1 and var2
I would like to performed internal validation of the model by using a
bootstrapping procedure and to study the stability of the stepwise
selected model.
I am interested in determining which variables are consistently selected
and to know the value of ROC curve within each sample using
bootstrapping, and then correct the regression coefficients and ROC
curve for optimism.
This with commands bootstrap or vce(bootstrap). I found swoot.ado on the
web:
http://fmwww.bc.edu/repec/bocode/s/swboot.ado
But don't work for dummy variables.
How can I make sure that the two or three categories are either both
included or both excluded
(instead of just one) at each sample repetition from bootstrap?
I already unsuccesfully tried creating my own dummy variables:
(var2_dummy1 var2_dummy2 var2_dummy3) and (var4_dummy1 var4_dummy2
var4_dummy3).
And also how do I force the inclusion of some variables? because the
command lockterm does not work with swboot.
So, if anyone can help me, I appreciate it.
Thanks in advance.
Fabio.
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